@inproceedings{rohlfs-etal-2026-evaluators, title = "When Evaluators Cry Wolf: Lessons from Production {LLM}-as-Judge Evaluation in Educational {AI}", author = "Rohlfs, Chris and Bosse, Rodrigo Vergara and Hopper, Priscilla and O{'}Keefe, Keanon and Russell, Patrick J", editor = "Atanasova, Pepa and Haffari, Gholamreza and Wang, Minghan", booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.emnlp-industry.193/", pages = "3240--3255", ISBN = "979-8-89176-460-6" }